Edison Scientific vs Elicit
A side-by-side comparison of Edison Scientific and Elicit, two Research tools, drawn from Ignaite's continuously-verified listings.
Compared from listings verified as of
Edison Scientific
ResearchKosmos, the AI scientist — autonomous literature and data-analysis research runs.
View Edison ScientificAt a glance
| Attribute | Edison Scientific | Elicit |
|---|---|---|
| Category | Research | Research |
| Pricing | FREEMIUM | FREEMIUM |
| License | Proprietary | Proprietary |
| Deployment | Cloud | Cloud |
| Platforms (differs) | Web, API | Web |
| Model support (differs) | — | Multi-model |
| Vendor (differs) | Edison Scientific | Elicit (formerly Ought) |
| Capabilities (differs) |
|
|
The honest brief
Edison Scientific
Kosmos runs multi-hour autonomous campaigns over ~1,500 papers per run — deeper than single-shot literature agents.
- Every finding linked to code or citations
- First six Kosmos runs free for academics
- Lineage in FutureHouse's PaperQA agents
- On-prem deployment for enterprises
- SOC 2 Type II compliant
- $200 per Kosmos run after the free quota
- Synthesized conclusions ~58% accurate in validation
- Focused on biology and chemistry domains
- Runs take hours — built for depth, not speed
Elicit
One of few research tools with a real systematic-review screening pipeline and structured data extraction at scale.
- Search, screen, extract, synthesize in one flow
- Structured extraction with custom columns
- Evidence synthesis across large paper sets
- Benchmarked against Cochrane reviews
- No PICO framework or Boolean operators
- Systematic-review features gated to Pro
- Credit-based free tier (one-time)
- Coverage limited to indexed literature
When to pick which
Both cover Cited answers, Literature search, Literature review, and Report generation.
Pick Edison Scientific if you need Data analysis / BI and Autonomous research.
- Data analysis / BI (secondary capability)
- Autonomous research (primary capability)
Pick Elicit if you need Structured extraction and Summarization.
- Structured extraction (secondary capability)
- Summarization (secondary capability)
Elicit leans on Literature search and Literature review as a headline capability; Edison Scientific treats them as secondary.
- Literature search (primary capability)
- Literature review (primary capability)
They also differ on:
- Platforms
- Web, API · Web